From unconscious inference to the beholder's share: Predictive perception and human experience

AK Seth - European Review, 2019 - cambridge.org
accounts of subjectivity, while the concepts of predictive … terms of predictive coding, which
provides a process theory … for example the role of negative affect in aesthetic experience (think …

[图书][B] Probability designs: Literature and predictive processing

K Kukkonen - 2020 - books.google.com
… That process of reconstruction, tuned and deployed in the … and refined account of emotions
and predictive processing in … tional response to negative emotions experienced by characters …

The neural architecture of language: Integrative modeling converges on predictive processing

M Schrimpf, IA Blank, G Tuckute… - Proceedings of the …, 2021 - National Acad Sciences
… and computationally implements an explicit account of predictive processing: We were able
to … than fine-tuning the entire model in order to maintain the same model representations that …

Aesthetic preference for art can be predicted from a mixture of low-and high-level visual features

K Iigaya, S Yi, IA Wahle, K Tanwisuth… - Nature Human …, 2021 - nature.com
… : if a piece of art denotes content with a negative emotional tone (… to predict artwork rating
scores using this linear model might be … our model on our in-lab behavioural dataset by tuning

What are aesthetic emotions?

W Menninghaus, V Wagner, E Wassiliwizky… - Psychological …, 2019 - psycnet.apa.org
… include far more positive than negative emotions. At the same … of an aesthetic emotion: “The
first aim at painting is to move us. … feeling component makes up the very center of our model. …

The feeling of grip: novelty, error dynamics, and the predictive brain

J Kiverstein, M Miller, E Rietveld - Synthese, 2019 - Springer
… readiness can account for the positive and negative hedonic … ), while a negative emotion
like disappointment reflects an … as it is used in predictive coding, when referring to active …

Processing bias: extending sensory drive to include efficacy and efficiency in information processing

JP Renoult, TC Mendelson - Proceedings of the Royal …, 2019 - royalsocietypublishing.org
… bias, and we apply it to the evolutionary model of sensory … For example, fear of predators is
a negative emotional … , like artwork, suggesting a typical quality indicator model may not be a …

A deep learning perspective on beauty, sentiment, and remembrance of art

E Cetinic, T Lipic, S Grgic - IEEE access, 2019 - ieeexplore.ieee.org
… of aesthetics and sentiment in fine art paintings. Based on the … which includes positive-negative
emotional judgments, we … In addition to this model, we introduce the SentiNet_2 model

Artemis: Affective language for visual art

P Achlioptas, M Ovsjanikov… - Proceedings of the …, 2021 - openaccess.thecvf.com
… one negative emotional reaction. See Section 3.2 for details. … wrt the emotional reactions an
artwork might trigger, we also … consider finetuning to this task a pretrained BERT model [20]. …

Dynamics of aesthetic experience are reflected in the default-mode network

AM Belfi, EA Vessel, A Brielmann, AI Isik, A Chatterjee… - NeuroImage, 2019 - Elsevier
… a single binary judgment such as characterizing an artwork as ‘beautiful’ or ‘not beautiful.’ …
model by allowing τ short to vary per duration. This does minimize the slight lag of the model fit …